2016 5th International Conference on Multimedia Computing and Systems (ICMCS)最新文献_第9页

Test case generation for Java Bytecode programs annotated with BML specifications 用BML规范注释的Java字节码程序的测试用例生成

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905597

Safaa Achour, M. Benattou

引用次数: 3

Learning Design approaches for designing Learning environments: A comparative study 设计学习环境的学习设计方法:比较研究

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905666

Amal Battou, Omar Baz, D. Mammass

引用次数: 6

DC motor position control of a solar tracking system using second order sliding mode 基于二阶滑模的太阳能跟踪系统直流电机位置控制

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905590

K. Boudaraia, H. Mahmoudi, Mohamed Abbou, M. Hilal

引用次数: 5

A GPU-based breast cancer detection system using Single Pass Fuzzy C-Means clustering algorithm 基于gpu的单次模糊c均值聚类乳腺癌检测系统

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905595

M. Al-Ayyoub, Shadi Alzu'bi, Y. Jararweh, M. Alsmirat

{"title":"A GPU-based breast cancer detection system using Single Pass Fuzzy C-Means clustering algorithm","authors":"M. Al-Ayyoub, Shadi Alzu'bi, Y. Jararweh, M. Alsmirat","doi":"10.1109/ICMCS.2016.7905595","DOIUrl":"https://doi.org/10.1109/ICMCS.2016.7905595","url":null,"abstract":"Breast cancer is the most lethal type of cancer affecting women in the world. To improve the life quality of women, an early detection of this malignancy is always promising because this cancer is one of the cancers that can be managed and treated easily if it is detected earlier. Mammography is the standard screening method to diagnose breast cancer. At these days, there are a lot of researches that have been done to improve this screening method by benefiting from the enormous growth of technology. Graphics Processing Unit (GPU) is a parallel processor that can divide the complex computations tasks into subtasks and run them concurrently. Many medical imaging modalities offloaded their processing to this processor to help in improving the speed of healthcare systems in order to diagnose the illnesses in real time. This research introduces an acceleration method for the segmentation of the mammography images based on the GPU. In order to provide a better detection for the cancerous tumor, we use a modified version of the most common algorithm for image segmentation, which is the Single Pass Fuzzy C-Means (FCM) algorithm. The approach will be applied to a set of mammogram images to distinguish between malignant and benign cases. Additionally, the system is implemented on GPU parallel processor as well as the traditional CPU in order to compare the performance of both implementations. The performance results are compared according to the execution time and the speedup metrics. The proposed implementation on GPU provides a fine speedup compared to its serial implementation on CPU.","PeriodicalId":345854,"journal":{"name":"2016 5th International Conference on Multimedia Computing and Systems (ICMCS)","volume":"285 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131847796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 18

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905611

F. R. Zakani, K. Arhid, Mohcine Bouksim, T. Gadi, M. Aboulfatah

{"title":"Kulczynski similarity index for objective evaluation of mesh segmentation algorithms","authors":"F. R. Zakani, K. Arhid, Mohcine Bouksim, T. Gadi, M. Aboulfatah","doi":"10.1109/ICMCS.2016.7905611","DOIUrl":"https://doi.org/10.1109/ICMCS.2016.7905611","url":null,"abstract":"Recently, the 3D mesh segmentation is considered as an important stage in many applications in 3D shape analysis. In fact, extensive research has been performed to offer multiple approaches and algorithms for 3D mesh segmentation. Nevertheless, it is relatively hard to assess which algorithm produces more accurate segmentation quality than the other. Various methods have been proposed to evaluate the quality of segmentation algorithms. However, the evaluation of these qualities is far from being a solved problem, since most of the existing metrics don't take into account the regularity of the meshes and base their comparison on only one ground truth segmentation which presents a serious problematic since almost all the 3D objects have in general multiple reference segmentations. Hence, in this paper, we propose a new objective evaluation measure, based on the Kulczynski similarity index. The proposed method support comparison with multiple ground truth segmentations and takes into account the irregularity of meshes. Several experiments have been produced to show the discriminative power of our proposed measure.","PeriodicalId":345854,"journal":{"name":"2016 5th International Conference on Multimedia Computing and Systems (ICMCS)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132341297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Reconfigurable T-shaped antenna for S-band applications 用于s波段应用的可重构t形天线

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905560

Omar El Maleky, F. Abdelouahab, M. Essaaidi, Laila Ajana

引用次数: 4

Dynamic hybrid approach for reusable containers management in a close-loop supply chain 闭环供应链中可重用容器管理的动态混合方法

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905552

Mohammed Rida Ech-Charrat, K. Amechnoue

引用次数: 5

Using Mel Frequency Cepstral Coefficient method for online Arabic characters handwriting recognition 基于Mel频率倒谱系数法的在线阿拉伯字符手写识别

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905532

Fateh Bougamouza, Samira Hazmoune, Mohammed Benmohammed

{"title":"Using Mel Frequency Cepstral Coefficient method for online Arabic characters handwriting recognition","authors":"Fateh Bougamouza, Samira Hazmoune, Mohammed Benmohammed","doi":"10.1109/ICMCS.2016.7905532","DOIUrl":"https://doi.org/10.1109/ICMCS.2016.7905532","url":null,"abstract":"This paper presents an approach to extract features of online Arabic handwritten characters by combining offline features with Mel Frequency Cepstral Coefficients (MFCCs); indeed, these latter are commonly used as features in speech recognition systems. In this work, we have adapted MFCC method to online handwriting recognition area, and we investigate the classification performance of the MFCC with Hidden Markov Models (HMMs) for online Arabic handwritten character recognition, by varying some MFCC and HMM parameters such as sampling frequency, frame size, frame increment and number of HMM states. Besides, we have proposed a new solution of the problem of distributing points unevenly along the stroke curve, due to the variation in writing speed. This solution is appropriate for the online Arabic handwriting recognition systems for the reason of preserving information of the original character signal. The proposed system is evaluated using NOUN dataset and it gives an excellent recognition rate up to 96% which outperforms that reported by NOUN dataset owner in [1,2].","PeriodicalId":345854,"journal":{"name":"2016 5th International Conference on Multimedia Computing and Systems (ICMCS)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123919900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Optimum relay location and power allocation of cooperative decode-and-forward dual-hop ARQ networks 协同解码转发双跳ARQ网络中继优化定位与功率分配

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905623

Ali Kamouch, A. Chaoub, Z. Guennoun

引用次数: 1

Efficient electrocardiogram (ECG) lossy compression scheme 有效的心电图(ECG)有损压缩方案

2016 5th International Conference on Multimedia Computing and Systems (ICMCS) Pub Date : 2016-09-01 DOI: 10.1109/ICMCS.2016.7905608

A. Hatim, R. Latif, Oussama El Bachari, M. Arioua

引用次数: 1